dfio
2022-11-07
Common Lisp library for reading and writing data-frames
Data Frame I/O
A system for file and network I/O for data frames
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Table of Contents
About the Project
A data frame isn't much use if you have to type all the data in by hand. This system provides I/O functions to read data sets from delimited (CSV, TSV, etc.) files. File may be either on local disk or accessible from network locations.
Built With
Getting Started
To get a local copy up and running follow these steps:
Prerequisites
An ANSI Common Lisp implementation. Developed and tested with SBCL and CCL.
Getting the source
To make the system accessible to ASDF (a build facility, similar to make
in the C world), clone the repository in a directory ASDF knows about. By default the common-lisp
directory in your home directory is known. Create this if it doesn't already exist and then:
- Clone the repository
cd ~/common-lisp && \ git clone https://github.com/Lisp-Stat/data-frame.git && \ git clone https://github.com/Lisp-Stat/dfio.git
- Reset the ASDF source-registry to find the new system (from the REPL)
(asdf:clear-source-registry)
- Load the system
(asdf:load-system :dfio)
If you have installed the slime ASDF extensions, you can invoke this with a comma (',') from the slime REPL.
Getting dependencies
To get the third party systems that DFIO depends on, you can use a dependency manager, such as Quicklisp or CLPM Once installed, get the dependencies with either of:
(clpm-client:sync :sources "clpi") ;sources may vary
(ql:quickload :lisp-stat)
You need do this only once. After obtaining the dependencies, you can
load the system with ASDF
as described above without first syncing
sources.
Usage
Create a data frame from a file named sg-weather.csv
on the local disk:
(defparameter *df* (read-csv #P"LS:DATASETS;sg-weather.csv"))
For more examples, refer to the Documentation.
Roadmap
See the open issues for a list of proposed features (and known issues).
Resources
This system is part of the Lisp-Stat project; that should be your first stop for information. Also see the community page for more information.
Contributing
Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated. Please see CONTRIBUTING for details on the code of conduct, and the process for submitting pull requests.
License
Distributed under the MS-PL License. See LICENSE for more information.
Contact
Project Link: https://github.com/lisp-stat/dfio